Github user marmbrus commented on the pull request:

    https://github.com/apache/spark/pull/6237#issuecomment-103537589
  
    I believe it is the SQL standard that says they should return null.
    On May 19, 2015 1:51 AM, "Cheng Hao" <[email protected]> wrote:
    
    > From this point of view, I think it's reasonable to say aggregation
    > functions should always be nullable, but depends on different use
    > scenarios. (with / without grouping keys)
    >
    > —
    > Reply to this email directly or view it on GitHub
    > <https://github.com/apache/spark/pull/6237#issuecomment-103402444>.
    >



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